Reset training subject: 2306181600415
Reset training subject: 2309590222474
Adding measurement 78707c5b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.043602271005511;dx=-1.716289517715291E-6
New Minimum: 10.043602271005511 > 10.043597270734608
WOLFE (weak): th(2.154434690031884)=10.043597270734608; dx=-1.6911444067595096E-6 evalInputDelta=5.000270903110504E-6
New Minimum: 10.043597270734608 > 10.043592547997832
WOLFE (weak): th(4.308869380063768)=10.043592547997832; dx=-1.6484757651392273E-6 evalInputDelta=9.723007678985596E-6
New Minimum: 10.043592547997832 > 10.043573243543506
WOLFE (weak): th(12.926608140191302)=10.043573243543506; dx=-1.7321180234480666E-6 evalInputDelta=2.9027462005615234E-5
New Minimum: 10.043573243543506 > 10.043487229384482
WOLFE (weak): th(51.70643256076521)=10.043487229384482; dx=-1.7090326454119371E-6 evalInputDelta=1.1504162102937698E-4
New Minimum: 10.043487229384482 > 10.043025858700275
WOLFE (weak): th(258.53216280382605)=10.043025858700275; dx=-1.6792393183879166E-6 evalInputDelta=5.764123052358627E-4
New Minimum: 10.043025858700275 > 10.040114195086062
WOLFE (weak): th(1551.1929768229563)=10.040114195086062; dx=-1.678434308530416E-6 evalInputDelta=0.0034880759194493294
New Minimum: 10.040114195086062 > 10.018244860693812
WOLFE (weak): th(10858.350837760694)=10.018244860693812; dx=-1.936659787224202E-6 evalInputDelta=0.025357410311698914
New Minimum: 10.018244860693812 > 9.829321483150125
WOLFE (weak): th(86866.80670208555)=9.829321483150125; dx=-1.6942924177746111E-6 evalInputDelta=0.21428078785538673
New Minimum: 9.829321483150125 > 9.145160399377346
END: th(781801.26031877)=9.145160399377346; dx=-4.4057412420582965E-7 evalInputDelta=0.8984418716281652
Fitness changed from 10.043602271005511 to 9.145160399377346
Iteration 1 complete. Error: 9.145160399377346 Total: 43.3535; Orientation: 0.0057; Line Search: 33.4066
Adding measurement f050a1c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.145160399377346;dx=-3.142593901532556E-6
New Minimum: 9.145160399377346 > 7.464021846652031
END: th(1684339.7559414052)=7.464021846652031; dx=-3.689282858693545E-7 evalInputDelta=1.681138552725315
Fitness changed from 9.145160399377346 to 7.464021846652031
Iteration 2 complete. Error: 7.464021846652031 Total: 9.8212; Orientation: 0.0109; Line Search: 6.5247
Adding measurement 20bb673f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.464021846652031;dx=-1.9510297553388438E-6
New Minimum: 7.464021846652031 > 5.236107923090458
WOLF (strong): th(3628800.0)=5.236107923090458; dx=1.7453980231800962E-7 evalInputDelta=2.227913923561573
END: th(1814400.0)=5.317354440689087; dx=-2.0029385113433879E-7 evalInputDelta=2.146667405962944
Fitness changed from 7.464021846652031 to 5.236107923090458
Iteration 3 complete. Error: 5.236107923090458 Total: 13.1179; Orientation: 0.0075; Line Search: 9.8234
Adding measurement 148e735 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.937e+02, gradient 1.355e-03, dot -0.447; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.236107923090458, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 148e735 to history. Total: 3
th(0)=5.236107923090458;dx=-1.7435606920372604E-6
New Minimum: 5.236107923090458 > 4.04259267449379
WOLF (strong): th(3909006.30159385)=4.04259267449379; dx=1.323634756124099E-7 evalInputDelta=1.1935152485966682
New Minimum: 4.04259267449379 > 3.749344080686569
END: th(1954503.150796925)=3.749344080686569; dx=-1.2106142272426918E-7 evalInputDelta=1.4867638424038887
Fitness changed from 5.236107923090458 to 3.749344080686569
Iteration 4 complete. Error: 3.749344080686569 Total: 13.6859; Orientation: 0.0833; Line Search: 10.3106
Adding measurement 4f7774f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.149e+03, gradient 6.057e-04, dot -0.246; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.749344080686569, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 4f7774f0 to history. Total: 3
th(0)=3.749344080686569;dx=-3.0716481570108774E-7
New Minimum: 3.749344080686569 > 3.1851520240306854
WOLF (strong): th(4210849.389853513)=3.1851520240306854; dx=1.3470316079967927E-9 evalInputDelta=0.5641920566558838
END: th(2105424.6949267564)=3.1979870796203613; dx=-1.256190452868209E-7 evalInputDelta=0.5513570010662079
Fitness changed from 3.749344080686569 to 3.1851520240306854
Iteration 5 complete. Error: 3.1851520240306854 Total: 13.2730; Orientation: 0.0686; Line Search: 9.8585
Adding measurement 4dc8160e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.865e+02, gradient 6.161e-04, dot -0.261; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1851520240306854, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 4dc8160e to history. Total: 3
th(0)=3.1851520240306854;dx=-3.555765169599518E-7
New Minimum: 3.1851520240306854 > 3.1246930360794067
WOLF (strong): th(4536000.0)=3.1246930360794067; dx=4.1301836660877124E-8 evalInputDelta=0.060458987951278687
New Minimum: 3.1246930360794067 > 2.937181793153286
END: th(2268000.0)=2.937181793153286; dx=-5.348357924521068E-8 evalInputDelta=0.24797023087739944
Fitness changed from 3.1851520240306854 to 2.937181793153286
Iteration 6 complete. Error: 2.937181793153286 Total: 13.2820; Orientation: 0.1061; Line Search: 9.8654
Adding measurement 6fffb752 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.240e+03, gradient 4.840e-04, dot -0.234; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.937181793153286, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 6fffb752 to history. Total: 3
th(0)=2.937181793153286;dx=-2.0377287999883215E-7
New Minimum: 2.937181793153286 > 2.8728686720132828
WOLF (strong): th(4886257.876992312)=2.8728686720132828; dx=5.899744111110189E-8 evalInputDelta=0.0643131211400032
New Minimum: 2.8728686720132828 > 2.664354145526886
END: th(2443128.938496156)=2.664354145526886; dx=-4.1251095778605E-8 evalInputDelta=0.2728276476264
Fitness changed from 2.937181793153286 to 2.664354145526886
Iteration 7 complete. Error: 2.664354145526886 Total: 13.7037; Orientation: 0.0639; Line Search: 10.3471
Adding measurement 6332be4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.870e+03, gradient 4.262e-04, dot -0.276; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.664354145526886, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 6332be4 to history. Total: 3
th(0)=2.664354145526886;dx=-1.708817335157504E-7
New Minimum: 2.664354145526886 > 2.568427264690399
WOLF (strong): th(5263561.737316892)=2.568427264690399; dx=2.2134574119836474E-8 evalInputDelta=0.09592688083648682
New Minimum: 2.568427264690399 > 2.4564254730939865
END: th(2631780.868658446)=2.4564254730939865; dx=-2.2598499205933607E-8 evalInputDelta=0.20792867243289948
Fitness changed from 2.664354145526886 to 2.4564254730939865
Iteration 8 complete. Error: 2.4564254730939865 Total: 13.2931; Orientation: 0.1566; Line Search: 9.8299
Adding measurement 33ef0fc6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.920e+03, gradient 3.814e-04, dot -0.284; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.4564254730939865, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 33ef0fc6 to history. Total: 3
th(0)=2.4564254730939865;dx=-1.1835330353392557E-7
Armijo: th(5670000.000000001)=2.4982867687940598; dx=4.0279824829277096E-8 evalInputDelta=-0.04186129570007324
New Minimum: 2.4564254730939865 > 2.3143074586987495
END: th(2835000.0000000005)=2.3143074586987495; dx=-1.4752738691438169E-9 evalInputDelta=0.14211801439523697
Fitness changed from 2.4564254730939865 to 2.3143074586987495
Iteration 9 complete. Error: 2.3143074586987495 Total: 13.4196; Orientation: 0.2658; Line Search: 9.8080
Adding measurement 46e75df2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.682e+03, gradient 3.763e-04, dot -0.270; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.3143074586987495, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 46e75df2 to history. Total: 3
th(0)=2.3143074586987495;dx=-1.2744736404185546E-7
Armijo: th(6107822.346240392)=2.5711415708065033; dx=3.665601231259093E-8 evalInputDelta=-0.25683411210775375
New Minimum: 2.3143074586987495 > 2.250605382025242
WOLF (strong): th(3053911.173120196)=2.250605382025242; dx=1.4330095825147087E-8 evalInputDelta=0.06370207667350769
New Minimum: 2.250605382025242 > 2.2209647372365
END: th(1017970.3910400653)=2.2209647372365; dx=-7.269071504911226E-8 evalInputDelta=0.09334272146224976
Fitness changed from 2.3143074586987495 to 2.2209647372365
Iteration 10 complete. Error: 2.2209647372365 Total: 17.1340; Orientation: 0.0832; Line Search: 13.7516
Adding measurement 29247f47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.811e+03, gradient 2.952e-04, dot -0.327; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2209647372365, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 29247f47 to history. Total: 3
th(0)=2.2209647372365;dx=-7.715632188424814E-8
New Minimum: 2.2209647372365 > 2.137164317071438
END: th(2193150.7238820386)=2.137164317071438; dx=-3.406948114837971E-8 evalInputDelta=0.08380042016506195
Fitness changed from 2.2209647372365 to 2.137164317071438
Iteration 11 complete. Error: 2.137164317071438 Total: 9.9189; Orientation: 0.0676; Line Search: 6.5479
Adding measurement a957a4e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.883e+03, gradient 2.842e-04, dot -0.330; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.137164317071438, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement a957a4e to history. Total: 3
th(0)=2.137164317071438;dx=-7.216125242203613E-8
New Minimum: 2.137164317071438 > 2.114515967667103
WOLF (strong): th(4725000.000000002)=2.114515967667103; dx=2.962260438677574E-9 evalInputDelta=0.022648349404335022
New Minimum: 2.114515967667103 > 2.063351273536682
END: th(2362500.000000001)=2.063351273536682; dx=-1.346747041890126E-8 evalInputDelta=0.0738130435347557
Fitness changed from 2.137164317071438 to 2.063351273536682
Iteration 12 complete. Error: 2.063351273536682 Total: 13.1791; Orientation: 0.0635; Line Search: 9.8232
Adding measurement 72204ec9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.629e+03, gradient 2.922e-04, dot -0.294; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.063351273536682, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 72204ec9 to history. Total: 3
th(0)=2.063351273536682;dx=-7.187992197897737E-8
Armijo: th(5089851.955200328)=2.101382426917553; dx=9.19920247171265E-9 evalInputDelta=-0.03803115338087082
New Minimum: 2.063351273536682 > 2.0052506029605865
END: th(2544925.977600164)=2.0052506029605865; dx=-2.0330496892295352E-9 evalInputDelta=0.05810067057609558
Fitness changed from 2.063351273536682 to 2.0052506029605865
Iteration 13 complete. Error: 2.0052506029605865 Total: 13.2492; Orientation: 0.1653; Line Search: 9.8039
Adding measurement 22db0547 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.569e+03, gradient 3.080e-04, dot -0.270; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0052506029605865, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 22db0547 to history. Total: 3
th(0)=2.0052506029605865;dx=-7.972375309361851E-8
Armijo: th(5482876.809705098)=2.0750255212187767; dx=2.921596109878741E-8 evalInputDelta=-0.06977491825819016
New Minimum: 2.0052506029605865 > 1.9439776316285133
WOLF (strong): th(2741438.404852549)=1.9439776316285133; dx=8.114673003522213E-9 evalInputDelta=0.06127297133207321
New Minimum: 1.9439776316285133 > 1.9406100064516068
END: th(913812.8016175163)=1.9406100064516068; dx=-5.079892483802836E-8 evalInputDelta=0.0646405965089798
Fitness changed from 2.0052506029605865 to 1.9406100064516068
Iteration 14 complete. Error: 1.9406100064516068 Total: 16.7558; Orientation: 0.0692; Line Search: 13.1024
Adding measurement 9855580 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.550e+03, gradient 2.445e-04, dot -0.314; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9406100064516068, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 9855580 to history. Total: 3
th(0)=1.9406100064516068;dx=-4.338285942432657E-8
New Minimum: 1.9406100064516068 > 1.886307254433632
END: th(1968750.0000000012)=1.886307254433632; dx=-1.963353702128063E-8 evalInputDelta=0.054302752017974854
Fitness changed from 1.9406100064516068 to 1.886307254433632
Iteration 15 complete. Error: 1.886307254433632 Total: 9.8937; Orientation: 0.0793; Line Search: 6.5306
Adding measurement 3e82d2b4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.456e+03, gradient 2.536e-04, dot -0.288; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.886307254433632, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 3e82d2b4 to history. Total: 3
th(0)=1.886307254433632;dx=-4.5604924799965834E-8
New Minimum: 1.886307254433632 > 1.8632189482450485
WOLF (strong): th(4241543.296000274)=1.8632189482450485; dx=5.198906861037766E-9 evalInputDelta=0.023088306188583374
New Minimum: 1.8632189482450485 > 1.8324200212955475
END: th(2120771.648000137)=1.8324200212955475; dx=-7.15204972015518E-9 evalInputDelta=0.05388723313808441
Fitness changed from 1.886307254433632 to 1.8324200212955475
Iteration 16 complete. Error: 1.8324200212955475 Total: 13.2081; Orientation: 0.0792; Line Search: 9.8320
Adding measurement 2dfa9ff1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.570e+03, gradient 2.508e-04, dot -0.300; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8324200212955475, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 2dfa9ff1 to history. Total: 3
th(0)=1.8324200212955475;dx=-5.3358210099971065E-8
Armijo: th(4569064.008087583)=1.8672833889722824; dx=5.9353965548135225E-9 evalInputDelta=-0.034863367676734924
New Minimum: 1.8324200212955475 > 1.7995105683803558
END: th(2284532.0040437914)=1.7995105683803558; dx=-1.1314235712409225E-9 evalInputDelta=0.03290945291519165
Fitness changed from 1.8324200212955475 to 1.7995105683803558
Iteration 17 complete. Error: 1.7995105683803558 Total: 13.7515; Orientation: 0.0641; Line Search: 9.8232
Adding measurement 60e39c3b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.179e+03, gradient 2.756e-04, dot -0.240; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7995105683803558, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 60e39c3b to history. Total: 3
th(0)=1.7995105683803558;dx=-5.313461028598836E-8
Armijo: th(4921875.000000004)=1.946221187710762; dx=2.5274357195624423E-8 evalInputDelta=-0.1467106193304062
New Minimum: 1.7995105683803558 > 1.7857052832841873
WOLF (strong): th(2460937.500000002)=1.7857052832841873; dx=1.2925910559687426E-8 evalInputDelta=0.013805285096168518
New Minimum: 1.7857052832841873 > 1.7595437616109848
END: th(820312.5000000006)=1.7595437616109848; dx=-2.7162360671904906E-8 evalInputDelta=0.03996680676937103
Fitness changed from 1.7995105683803558 to 1.7595437616109848
Iteration 18 complete. Error: 1.7595437616109848 Total: 16.3935; Orientation: 0.0620; Line Search: 13.0331
Adding measurement 3f83df0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.319e+03, gradient 2.042e-04, dot -0.307; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7595437616109848, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement 3f83df0 to history. Total: 3
th(0)=1.7595437616109848;dx=-3.1384881001367334E-8
New Minimum: 1.7595437616109848 > 1.736486330628395
END: th(1767309.7066667809)=1.736486330628395; dx=-1.4125015508573081E-8 evalInputDelta=0.02305743098258972
Fitness changed from 1.7595437616109848 to 1.736486330628395
Iteration 19 complete. Error: 1.736486330628395 Total: 9.9956; Orientation: 0.0709; Line Search: 6.5897
Adding measurement b324706 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.310e+03, gradient 2.123e-04, dot -0.293; [4059686e-6670-4034-acfa-5715e90a8517 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.736486330628395, 7.464021846652031, 9.145160399377346, 10.043602271005511
LBFGS Accumulation History: 3 points
Removed measurement b324706 to history. Total: 3
th(0)=1.736486330628395;dx=-3.766421048755381E-8
New Minimum: 1.736486330628395 > 1.7300610765814781
WOLF (strong): th(3807553.3400729857)=1.7300610765814781; dx=1.235964513435303E-9 evalInputDelta=0.006425254046916962
New Minimum: 1.7300610765814781 > 1.7105396315455437
END: th(1903776.6700364929)=1.7105396315455437; dx=-1.0852560750617956E-8 evalInputDelta=0.02594669908285141
Fitness changed from 1.736486330628395 to 1.7105396315455437
Iteration 20 complete. Error: 1.7105396315455437 Total: 13.6577; Orientation: 0.2486; Line Search: 10.1181
Final threshold in iteration 21: 1.7105396315455437 (> -Infinity) after 294.088s (< 5400.000s)
